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However, the form of this probability function also guarantees that one does not give much weight to much higher overestimation of the original uncertainties.
This form of prior tells that the original uncertainties (eg, shown in Figure 1) must be larger than declared, since the scatter of points in the data is much larger than the proposed uncertainties.
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This coefficient measures how much of the original uncertainty in the RTT measurements is explained by the model [23].
That selection is based on the coefficient of a determination value that measures how much of the original uncertainty in the RTT measurements is explained by a model.
In the situation of the robust Bayesian regression analysis, when the accuracy of the data is put to doubt, it is assumed that the uncertainty of any ith experimental point E i with original uncertainty σ 0i should rather be described by the appropriate probability distribution (prior), for example, p(σ i) = σ 0i/σ i −2 as proposed by Sivia and Skilling (2006).
Then using an approximate model created based on this focal element, the reliability interval can be efficiently computed for the original epistemic uncertainty problem.
The original positional uncertainty "propagates" into the proximity, reflected as a probability associated with the resulting 3D distance.
The original systematic uncertainty of the standard deviation Θ 0 of 11%% is experimentally constrained to 3%%, as is shown in the"Performance measurements with DATURA" subsection.
All variances, σ t i, s 2, were calculated such that the distribution had a probability of 0.9 over the original interval uncertainty range.
In the selected original research papers, uncertainties of their own research results were not explicitly mentioned.
Sources of uncertainty were identified and incorporated, including from missing country data, sampling uncertainty of original data sources, and additional uncertainty associated with suboptimal metrics, subnational samples, or household level surveys.
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CEO of Professional Science Editing for Scientists @ prosciediting.com